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Michelin

Global tire manufacturer and mobility services

Trainee

Mechanical EngineeringConfirmed live in the last 24 hours
Internship · Winter 2027Clermont-Ferrand, FranceNo salary listed

About the Job

Requirements

  • The candidate must be a Master 2 student or in the final year of an engineering school, specializing in applied mathematics in automatic control, signal processing, applied physics, mechanics, or applied mathematics (estimation and modeling).
  • The candidate should have good knowledge of estimation methods, including Kalman filtering, observers, and parameter identification, and signal-processing methods, including time- and frequency-domain analysis and filtering.
  • Experience developing in Python and proficiency with collaborative development tools such as GitLab are positive qualifications.
  • The candidate should be comfortable with physics.
  • The candidate should be organized, rigorous, able to integrate into a team, attentive, energetic, and proactive.

Responsibilities

  • Develop and evaluate estimation and signal-processing methods for tires and their use, improving the robustness and precision of tire-state estimates and predictions using physical phenomena and signals from embedded sensors.
  • Model the tire and its behavior using physical and semi-physical methods.
  • Estimate tire state and parameters using filtering, observers, and identification.
  • Process signals using time- and frequency-domain analysis, filtering, and feature extraction.
  • Analyze uncertainty and improve the robustness of estimates and predictions.
  • Explore hybrid approaches combining physical models with data-driven methods, including machine learning as a complement.
  • Preprocess and validate experimental data from sensors, tests, and rolling data.
  • Visualize and communicate results.
  • Conduct a literature review of relevant estimation and signal-processing methods.
  • Design and implement prototypes of estimators or processing pipelines based on physical or semi-physical models, potentially enhanced by data-driven approaches.
  • Test estimator or processing performance and robustness on available datasets.
  • Produce a report documenting the work completed and contribute to the team's toolboxes.

Desired Qualifications

  • Experience developing in Python and proficiency with collaborative development tools such as GitLab are positive qualifications.

About the Company

Michelin

Global tire manufacturer and mobility services

Michelin makes and sells tires for cars, light trucks, trucks, and specialty equipment, and also offers mobility services such as ViaMichelin and the Michelin Guide. Its tires are sold to OEMs, distributors, and retailers, while its services include fleet management and digital guides that add value for customers. The company differentiates itself with a broad product range across consumer, commercial, and industrial tires alongside digital services and a well-known brand guide, creating multiple revenue streams. Its goal is to be a full-scale mobility partner by expanding beyond tires to services that help customers plan, optimize, and enjoy their journeys while upholding tire performance and safety.

Company size
10,001+
Company stage
IPO
Headquarters
Clermont-Ferrand, France
Founded
1889

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